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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'hari', 'status_penuh', 'jam', 'area_parkir'}) and 23 missing columns ({'Department', 'Parent_Education_Level', 'Internet_Access_at_Home', 'Quizzes_Avg', 'Participation_Score', 'Extracurricular_Activities', 'Age', 'Last_Name', 'Assignments_Avg', 'Gender', 'Midterm_Score', 'Sleep_Hours_per_Night', 'Projects_Score', 'Family_Income_Level', 'Student_ID', 'Total_Score', 'Final_Score', 'Study_Hours_per_Week', 'Email', 'Attendance (%)', 'Stress_Level (1-10)', 'First_Name', 'Grade'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Ichlasul/dataset_SetulusData/log_parkir_detail.csv (at revision 49319fbf6d421ceaec8bfcbc3c8066cb58e8a856)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
hari: string
jam: int64
area_parkir: string
status_penuh: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 717
to
{'Student_ID': Value('string'), 'First_Name': Value('string'), 'Last_Name': Value('string'), 'Email': Value('string'), 'Gender': Value('string'), 'Age': Value('int64'), 'Department': Value('string'), 'Attendance (%)': Value('float64'), 'Midterm_Score': Value('float64'), 'Final_Score': Value('float64'), 'Assignments_Avg': Value('float64'), 'Quizzes_Avg': Value('float64'), 'Participation_Score': Value('float64'), 'Projects_Score': Value('float64'), 'Total_Score': Value('float64'), 'Grade': Value('string'), 'Study_Hours_per_Week': Value('float64'), 'Extracurricular_Activities': Value('string'), 'Internet_Access_at_Home': Value('string'), 'Parent_Education_Level': Value('string'), 'Family_Income_Level': Value('string'), 'Stress_Level (1-10)': Value('int64'), 'Sleep_Hours_per_Night': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'hari', 'status_penuh', 'jam', 'area_parkir'}) and 23 missing columns ({'Department', 'Parent_Education_Level', 'Internet_Access_at_Home', 'Quizzes_Avg', 'Participation_Score', 'Extracurricular_Activities', 'Age', 'Last_Name', 'Assignments_Avg', 'Gender', 'Midterm_Score', 'Sleep_Hours_per_Night', 'Projects_Score', 'Family_Income_Level', 'Student_ID', 'Total_Score', 'Final_Score', 'Study_Hours_per_Week', 'Email', 'Attendance (%)', 'Stress_Level (1-10)', 'First_Name', 'Grade'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Ichlasul/dataset_SetulusData/log_parkir_detail.csv (at revision 49319fbf6d421ceaec8bfcbc3c8066cb58e8a856)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Student_ID string | First_Name string | Last_Name string | Email string | Gender string | Age int64 | Department string | Attendance (%) float64 | Midterm_Score float64 | Final_Score float64 | Assignments_Avg float64 | Quizzes_Avg float64 | Participation_Score float64 | Projects_Score float64 | Total_Score float64 | Grade string | Study_Hours_per_Week float64 | Extracurricular_Activities string | Internet_Access_at_Home string | Parent_Education_Level string | Family_Income_Level string | Stress_Level (1-10) int64 | Sleep_Hours_per_Night float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
S1000 | Omar | Williams | student0@university.com | Female | 22 | Mathematics | 97.36 | 40.61 | 59.61 | 73.69 | 53.17 | 73.4 | 62.84 | 59.8865 | F | 10.3 | Yes | No | Master's | Medium | 1 | 5.9 |
S1001 | Maria | Brown | student1@university.com | Male | 18 | Business | 97.71 | 57.27 | 74 | 74.23 | 98.23 | 88 | 98.23 | 81.917 | B | 27.1 | No | No | High School | Low | 4 | 4.3 |
S1002 | Ahmed | Jones | student2@university.com | Male | 24 | Engineering | 99.52 | 41.84 | 63.85 | 85.85 | 50 | 4.7 | 91.22 | 67.717 | D | 12.4 | Yes | No | High School | Low | 9 | 6.1 |
S1003 | Omar | Williams | student3@university.com | Female | 24 | Engineering | 90.38 | 45.65 | 44.44 | 68.1 | 66.27 | 4.2 | 55.48 | 51.6535 | F | 25.5 | No | Yes | High School | Low | 8 | 4.9 |
S1004 | John | Smith | student4@university.com | Female | 23 | CS | 59.41 | 53.13 | 61.77 | 67.66 | 83.98 | 64.3 | 87.43 | 71.403 | C | 13.3 | Yes | No | Master's | Medium | 6 | 4.5 |
S1005 | Liam | Brown | student5@university.com | Male | 21 | Mathematics | 60.6 | 70.21 | 64.48 | 87.85 | 52.26 | 54.8 | 67.65 | 68.09 | D | 25.3 | Yes | No | null | Medium | 6 | 5.6 |
S1006 | Ahmed | Jones | student6@university.com | Male | 24 | Business | 67.01 | 90.85 | 93.74 | 89 | 54.17 | 15.5 | 87.51 | 82.8575 | B | 22.1 | Yes | No | Bachelor's | High | 2 | 4 |
S1007 | Ahmed | Smith | student7@university.com | Male | 19 | Engineering | 65.91 | 91.72 | 59.47 | 50.72 | 53.83 | 54.8 | 90.04 | 71.3685 | C | 16.7 | Yes | Yes | null | Low | 5 | 7.8 |
S1008 | Omar | Smith | student8@university.com | Female | 21 | CS | 97.83 | 76.97 | 62.75 | 57.19 | 79.08 | 97.4 | 57.57 | 65.8605 | D | 18.1 | No | Yes | PhD | High | 9 | 4.8 |
S1009 | Sara | Smith | student9@university.com | Female | 22 | Business | 89.45 | 95.69 | 86.97 | 60.65 | 94.8 | 63.1 | 83.09 | 82.7555 | B | 9.4 | Yes | No | null | High | 8 | 7.1 |
S1010 | John | Smith | student10@university.com | Female | 23 | Business | 86.2 | 70 | 85.54 | 67.58 | 77.77 | 44.9 | 93.14 | 79.986 | C | 7.9 | Yes | Yes | High School | Low | 4 | 8.2 |
S1011 | Omar | Williams | student11@university.com | Female | 20 | Mathematics | 59.3 | 93.34 | 87.9 | 64.57 | 80.18 | 82.8 | 66.17 | 77.6705 | C | 22.9 | Yes | No | null | Low | 7 | 8.6 |
S1012 | John | Davis | student12@university.com | Male | 21 | Engineering | 95.48 | 67.24 | 97.23 | 83.43 | 67.3 | 21.3 | 54.02 | 70.909 | C | 26.2 | No | No | null | Medium | 9 | 6.8 |
S1013 | John | Williams | student13@university.com | Male | 18 | Business | 91.39 | 56.63 | 87.73 | 91.41 | 50.94 | 41.4 | 51.36 | 66.7105 | D | 23 | No | No | PhD | Medium | 5 | 7.9 |
S1014 | Liam | Williams | student14@university.com | Male | 19 | CS | 58.18 | 94.98 | 64.46 | 59.6 | 51.08 | 52.8 | 55.5 | 63.7 | D | 27.8 | No | Yes | Bachelor's | High | 2 | 6.3 |
S1015 | Ahmed | Jones | student15@university.com | Male | 18 | CS | 93.56 | 63.28 | 89.29 | 78.15 | 94.42 | 50.5 | 50.21 | 70.567 | C | 27.3 | Yes | No | Bachelor's | Low | 2 | 6.5 |
S1016 | Maria | Jones | student16@university.com | Female | 21 | Business | 63.61 | 70.2 | 70.52 | 68.39 | 55.13 | 92.1 | 66.35 | 68.4415 | D | 24.5 | No | Yes | High School | High | 8 | 6.7 |
S1017 | Liam | Davis | student17@university.com | Female | 23 | CS | 54.04 | 59.73 | 56.66 | 75.29 | 99.99 | 29.3 | 64.97 | 65.373 | D | 27.5 | No | No | Bachelor's | Medium | 8 | 7.4 |
S1018 | Liam | Jones | student18@university.com | Male | 20 | Business | 82.84 | 79.77 | 58.18 | 81.04 | 58.22 | 5.7 | 55.52 | 61.4295 | D | 9.2 | Yes | Yes | High School | High | 8 | 7.3 |
S1019 | John | Johnson | student19@university.com | Male | 20 | CS | 82.69 | 99.7 | 53.43 | 94.68 | 83.73 | 91.6 | 82.56 | 80.2355 | B | 23.3 | No | Yes | Master's | Low | 5 | 7.9 |
S1020 | Emma | Davis | student20@university.com | Male | 18 | Business | 54.75 | 41.53 | 48.7 | 59.61 | 97.45 | 21.7 | 99.6 | 68.056 | D | 23.8 | No | No | PhD | High | 2 | 7.1 |
S1021 | Ahmed | Jones | student21@university.com | Male | 22 | Business | 65.94 | 93.99 | 51.07 | 54.35 | 68.11 | 37.9 | 95.05 | 72.2395 | C | 8.8 | No | No | null | High | 10 | 8.4 |
S1022 | Sara | Davis | student22@university.com | Male | 22 | Business | 99.64 | 40.24 | 43.79 | 81.36 | 86.72 | 53.1 | 62.64 | 59.3065 | F | 27.7 | No | Yes | PhD | Low | 8 | 7.5 |
S1023 | Liam | Williams | student23@university.com | Female | 23 | CS | 83.92 | 61.85 | 93.31 | 69.71 | 67.54 | 97.6 | 88.5 | 81.2455 | B | 5.2 | Yes | Yes | Bachelor's | Low | 4 | 8.6 |
S1024 | Maria | Williams | student24@university.com | Female | 20 | Business | 86.5 | 50.12 | 95.86 | 58.15 | 65.25 | 53.5 | 96.84 | 78.4575 | C | 15.9 | No | Yes | null | Low | 9 | 7.8 |
S1025 | Emma | Davis | student25@university.com | Male | 18 | Mathematics | 60.65 | 85.44 | 75.21 | 55.85 | 60.09 | 44.8 | 95.32 | 76.841 | C | 5.5 | No | No | PhD | Medium | 10 | 7.7 |
S1026 | Emma | Johnson | student26@university.com | Male | 18 | Business | 53.94 | 43.04 | 90.43 | 77.95 | 91.05 | 58.4 | 94.23 | 81.05 | B | 18.1 | No | No | PhD | High | 6 | 8.3 |
S1027 | Sara | Johnson | student27@university.com | Male | 18 | Engineering | 63.85 | 73.21 | 51.01 | 65.02 | 62.87 | 97.1 | 89.32 | 71.425 | C | 15.3 | No | Yes | High School | High | 10 | 7.3 |
S1028 | Liam | Davis | student28@university.com | Female | 21 | Engineering | 62.44 | 57.7 | 94.1 | 99.87 | 64.16 | 81.8 | 64.65 | 77.0615 | C | 20.6 | Yes | No | Master's | Low | 7 | 4.9 |
S1029 | Maria | Jones | student29@university.com | Female | 23 | Mathematics | 61.73 | 48.02 | 70.38 | 70.3 | 99.95 | 16.9 | 54.18 | 62.437 | D | 24.2 | Yes | Yes | PhD | Low | 3 | 4.4 |
S1030 | Ahmed | Brown | student30@university.com | Female | 22 | Business | 59.64 | 86.31 | 44.03 | 60.61 | 66.37 | 80.3 | 74.39 | 66.0145 | D | 24.2 | Yes | Yes | null | Medium | 2 | 5.6 |
S1031 | Ali | Johnson | student31@university.com | Male | 22 | Engineering | 78.74 | 53.05 | 48.48 | 81.44 | 71.14 | 84.1 | 52.74 | 59.4345 | F | 23.1 | Yes | No | Master's | Low | 2 | 8.1 |
S1032 | Maria | Smith | student32@university.com | Female | 21 | Business | 66.41 | 53.42 | 58.54 | 62.21 | 99.5 | 69.1 | 99.92 | 75.3605 | C | 7.5 | Yes | No | Master's | Medium | 3 | 4.1 |
S1033 | Sara | Williams | student33@university.com | Male | 19 | Engineering | 91.02 | 56.5 | 42.61 | 74.7 | 68.47 | 65.7 | 67.92 | 60.8405 | D | 15.4 | No | No | null | Medium | 7 | 4.8 |
S1034 | Emma | Davis | student34@university.com | Female | 21 | CS | 59.2 | 75.21 | 58.56 | 74.13 | 68.31 | 44.1 | 97.92 | 75.453 | C | 25.4 | No | Yes | Master's | Medium | 8 | 4.5 |
S1035 | Ahmed | Smith | student35@university.com | Female | 23 | CS | 73.23 | 79.58 | 43.6 | 72.68 | 91.39 | 64.2 | 88.66 | 72.686 | C | 21.4 | No | No | Bachelor's | Low | 4 | 4.2 |
S1036 | Maria | Davis | student36@university.com | Female | 18 | Mathematics | 50.68 | 41.06 | 54.16 | 89.8 | 65.6 | 73.8 | 70.56 | 64.587 | D | 22 | Yes | Yes | Master's | High | 3 | 8.1 |
S1037 | Ali | Williams | student37@university.com | Male | 21 | Mathematics | 74.08 | 54.51 | 55.94 | 60.83 | 61.69 | 12.3 | 55.92 | 54.846 | F | 10.7 | Yes | Yes | High School | Low | 7 | 5.4 |
S1038 | Ali | Williams | student38@university.com | Male | 18 | Business | 52.79 | 65.86 | 99.66 | 95.22 | 71.16 | 25.7 | 61.86 | 76.036 | C | 13.1 | Yes | No | Master's | High | 3 | 7.6 |
S1039 | John | Johnson | student39@university.com | Female | 23 | Mathematics | 98.89 | 59.92 | 54.13 | 89.57 | 85.03 | 19.4 | 83.65 | 70.524 | C | 28.9 | No | No | PhD | Low | 8 | 4.7 |
S1040 | John | Johnson | student40@university.com | Male | 24 | Business | 89.53 | 93.05 | 54.35 | 66.66 | 52.16 | 84.1 | 91.5 | 74.415 | C | 26.2 | Yes | No | Master's | Medium | 4 | 6 |
S1041 | Omar | Smith | student41@university.com | Male | 23 | CS | 74.51 | 87.26 | 81.21 | 59.03 | 68.7 | 68 | 98.97 | 82.207 | B | 9.1 | Yes | Yes | High School | High | 8 | 4.6 |
S1042 | Sara | Davis | student42@university.com | Male | 20 | CS | 54.33 | 77.55 | 91.56 | 63.98 | 67.31 | 45.1 | 56.61 | 70.0885 | C | 18.6 | No | No | High School | Low | 2 | 4 |
S1043 | Liam | Williams | student43@university.com | Male | 18 | Engineering | 79.62 | 60.28 | 63.22 | 66.63 | 62.24 | 82.6 | 57.8 | 62.5355 | D | 17.3 | Yes | Yes | Master's | Low | 8 | 7.1 |
S1044 | Maria | Smith | student44@university.com | Male | 22 | Business | 87.94 | 82.04 | 92.54 | 77.85 | 82.71 | 71.7 | 52.12 | 74.6105 | C | 16.1 | No | Yes | Bachelor's | High | 8 | 6.4 |
S1045 | Maria | Brown | student45@university.com | Male | 21 | CS | 59.54 | 90.62 | 60.41 | 52.32 | 64.5 | 91.4 | 63.02 | 66.4695 | D | 16.8 | Yes | Yes | Master's | Medium | 10 | 6.1 |
S1046 | Liam | Smith | student46@university.com | Male | 24 | CS | 78.41 | 75.69 | 51.82 | 95.72 | 80.34 | 7.7 | 91.05 | 74.4005 | C | 21.1 | Yes | No | null | Medium | 3 | 4.4 |
S1047 | Omar | Jones | student47@university.com | Female | 23 | Business | 90.71 | 87.07 | 59.78 | 54.93 | 75.22 | 50.9 | 59.91 | 64.285 | D | 29.2 | No | No | High School | High | 2 | 6.9 |
S1048 | Emma | Smith | student48@university.com | Male | 18 | Engineering | 88.41 | 84.95 | 76.56 | 63.96 | 60.86 | 70.7 | 77.39 | 74.3145 | C | 26.9 | No | No | Master's | Low | 7 | 7.9 |
S1049 | Emma | Jones | student49@university.com | Male | 24 | Engineering | 90.15 | 74.3 | 62.03 | 55.46 | 63.33 | 20.7 | 72.32 | 64.0355 | D | 26.9 | No | Yes | Bachelor's | Medium | 9 | 4.3 |
S1050 | Omar | Jones | student50@university.com | Female | 19 | Engineering | 93.97 | 58.73 | 80.37 | 62.83 | 58.53 | 32.7 | 66.29 | 65.7015 | D | 22.6 | Yes | Yes | Bachelor's | Low | 10 | 6.1 |
S1051 | Emma | Jones | student51@university.com | Female | 20 | Engineering | 96.88 | 84.75 | 54.22 | 91.88 | 52.83 | 41.9 | 80.92 | 71.7035 | C | 5.4 | No | Yes | Bachelor's | Medium | 1 | 5.6 |
S1052 | John | Brown | student52@university.com | Female | 19 | CS | 70.28 | 52.41 | 82.06 | 80.76 | 80.96 | 79.4 | 75.12 | 75.0925 | C | 16 | Yes | No | PhD | Low | 5 | 8.5 |
S1053 | Maria | Smith | student53@university.com | Female | 23 | Business | 78.44 | 86.77 | 60.85 | 61.37 | 83.64 | 49.4 | 66.74 | 68.2895 | D | 17.8 | No | No | PhD | Medium | 3 | 5.3 |
S1054 | Omar | Smith | student54@university.com | Male | 19 | Business | 89.53 | 88.27 | 67.35 | 93.59 | 58.3 | 49.3 | 84.44 | 77.7435 | C | 26.1 | Yes | Yes | PhD | Low | 9 | 8.7 |
S1055 | Maria | Brown | student55@university.com | Female | 19 | CS | 84.86 | 89.33 | 73.46 | 90.04 | 80.77 | 43.1 | 64 | 74.7025 | C | 28.1 | No | Yes | null | Low | 8 | 8.1 |
S1056 | Liam | Williams | student56@university.com | Female | 20 | CS | 99.78 | 68.37 | 81.17 | 87.68 | 99.1 | 22.9 | 82.16 | 79.403 | C | 16.3 | No | Yes | null | Medium | 9 | 4.5 |
S1057 | Ali | Johnson | student57@university.com | Male | 20 | CS | 50.68 | 51.55 | 54.32 | 92.38 | 53.72 | 92.3 | 97.86 | 74.5145 | C | 12.5 | Yes | Yes | Master's | Medium | 9 | 6.4 |
S1058 | John | Smith | student58@university.com | Male | 20 | Mathematics | 67.76 | 45.98 | 90.16 | 80.98 | 74.52 | 31.8 | 86.45 | 76.561 | C | 13.4 | No | Yes | PhD | Low | 10 | 7.2 |
S1059 | Ahmed | Johnson | student59@university.com | Male | 24 | Business | 64.05 | 84.6 | 83.31 | 75.07 | 86.65 | 56.7 | 70.92 | 77.554 | C | 19.5 | No | Yes | PhD | High | 3 | 7 |
S1060 | John | Davis | student60@university.com | Female | 20 | Business | 63.12 | 93.18 | 54.05 | 68.7 | 52.3 | 14.9 | 87.38 | 69.9835 | D | 11.9 | Yes | No | null | Low | 7 | 7.4 |
S1061 | Omar | Davis | student61@university.com | Male | 19 | Business | 61.13 | 79.05 | 98.5 | 61.19 | 88.91 | 43.4 | 90.46 | 83.86 | B | 27.8 | Yes | Yes | Bachelor's | High | 5 | 6.1 |
S1062 | Ahmed | Brown | student62@university.com | Female | 22 | Engineering | 85.46 | 48.65 | 79.89 | 77.87 | 98.98 | 90.4 | 66.29 | 73.2555 | C | 15.5 | Yes | No | Bachelor's | Medium | 6 | 8.5 |
S1063 | Ali | Davis | student63@university.com | Male | 22 | CS | 54.24 | 96.09 | 67.15 | 94.47 | 54.42 | 99.5 | 85.26 | 81.3665 | B | 29.8 | Yes | Yes | High School | High | 8 | 5.4 |
S1064 | Omar | Davis | student64@university.com | Male | 20 | CS | 87.08 | 99.35 | 49.45 | 79.7 | 91.11 | 36.2 | 71.72 | 71.657 | C | 7.7 | No | Yes | Master's | Low | 10 | 4.5 |
S1065 | Sara | Williams | student65@university.com | Female | 24 | CS | 84.67 | 66 | 71.99 | 95.98 | 68.93 | 15.4 | 90.93 | 77.2365 | C | 9.7 | No | No | Master's | Medium | 8 | 8.9 |
S1066 | Maria | Williams | student66@university.com | Male | 21 | Mathematics | 62.54 | 75.69 | 49.89 | 67.85 | 57.21 | 31.4 | 64.77 | 60.7255 | D | 17.8 | Yes | No | PhD | Medium | 7 | 7.3 |
S1067 | Ali | Williams | student67@university.com | Male | 18 | Business | 62.64 | 86.63 | 65.77 | 84.76 | 74.66 | 32.7 | 96.89 | 80.319 | B | 26.7 | Yes | No | null | High | 1 | 7.3 |
S1068 | Maria | Davis | student68@university.com | Male | 23 | CS | 81.44 | 84.18 | 64.52 | 82.43 | 53.58 | 64.5 | 78.74 | 73.3265 | C | 13.8 | Yes | No | Master's | Medium | 1 | 8.1 |
S1069 | Emma | Brown | student69@university.com | Male | 24 | Mathematics | 88.11 | 98.07 | 83.2 | 83.52 | 76.11 | 49.6 | 67.67 | 78.4305 | C | 25.9 | No | Yes | Bachelor's | High | 6 | 6.1 |
S1070 | Sara | Jones | student70@university.com | Male | 21 | CS | 93.82 | 46.89 | 51.54 | 82.25 | 50.97 | 76.8 | 70.97 | 62.484 | D | 15.6 | No | Yes | null | Low | 9 | 5.9 |
S1071 | Sara | Jones | student71@university.com | Female | 23 | Engineering | 92.61 | 74.84 | 89.31 | 61.08 | 86.43 | 70.1 | 67.39 | 75.0805 | C | 26.3 | Yes | Yes | PhD | Medium | 8 | 8.7 |
S1072 | Ali | Johnson | student72@university.com | Female | 21 | Business | 98.24 | 81.52 | 59.57 | 57.18 | 74.4 | 25.1 | 57.31 | 61.5855 | D | 11.9 | No | Yes | PhD | Low | 1 | 5.9 |
S1073 | Sara | Jones | student73@university.com | Male | 21 | Mathematics | 79.07 | 93.41 | 66.64 | 98.93 | 72.95 | 78.4 | 53.42 | 72.752 | C | 16.8 | Yes | No | Master's | High | 8 | 4.4 |
S1074 | Ahmed | Jones | student74@university.com | Female | 22 | CS | 95.43 | 92.45 | 86.34 | 52.26 | 59.81 | 84.7 | 66.09 | 73.3345 | C | 12 | No | Yes | Master's | High | 5 | 5.5 |
S1075 | Sara | Williams | student75@university.com | Female | 18 | Business | 90.43 | 98.68 | 77.52 | 73.39 | 68.06 | 59.8 | 72.93 | 76.8655 | C | 10.4 | No | No | High School | Low | 2 | 8.4 |
S1076 | Maria | Williams | student76@university.com | Female | 21 | Mathematics | 94.73 | 70.72 | 58.48 | 71.25 | 59.09 | 92.8 | 68.09 | 66.8915 | D | 15.5 | No | Yes | Master's | High | 7 | 4.5 |
S1077 | Maria | Davis | student77@university.com | Male | 20 | Business | 50.58 | 89.85 | 63.17 | 68 | 86.77 | 78.3 | 50.7 | 67.272 | D | 13.4 | Yes | Yes | Master's | High | 2 | 7.6 |
S1078 | Omar | Johnson | student78@university.com | Male | 23 | Business | 98.3 | 65.64 | 58.35 | 89.1 | 59.95 | 59.5 | 78.95 | 70.4535 | C | 24.7 | Yes | No | Bachelor's | Low | 4 | 5.3 |
S1079 | Maria | Smith | student79@university.com | Male | 24 | Engineering | 73.68 | 65.34 | 75.69 | 87.27 | 80.84 | 90.6 | 57.24 | 71.6 | C | 23.7 | Yes | Yes | Bachelor's | Low | 4 | 7.7 |
S1080 | Omar | Johnson | student80@university.com | Female | 22 | Business | 89.91 | 55.2 | 59.96 | 95.26 | 63.98 | 60 | 60.55 | 65.122 | D | 14 | No | Yes | null | Medium | 5 | 6.6 |
S1081 | Maria | Johnson | student81@university.com | Female | 23 | Mathematics | 56.36 | 89.09 | 83.54 | 69.77 | 82.85 | 52.1 | 56.04 | 72.416 | C | 29.8 | No | No | Master's | Medium | 6 | 7.2 |
S1082 | Ahmed | Brown | student82@university.com | Male | 20 | Business | 69.8 | 99.15 | 74.79 | 78.21 | 77.02 | 35.6 | 76.02 | 77.5895 | C | 29.3 | Yes | Yes | Master's | Low | 2 | 5.2 |
S1083 | Liam | Davis | student83@university.com | Male | 20 | Mathematics | 63.57 | 55.38 | 48.74 | 94.62 | 71.17 | 88.3 | 54.76 | 62.645 | D | 27.9 | Yes | Yes | PhD | Medium | 8 | 4.8 |
S1084 | Omar | Brown | student84@university.com | Female | 21 | Business | 64.58 | 43.37 | 58.62 | 99.69 | 83.65 | 12.3 | 62.82 | 63.94 | D | 19.7 | Yes | Yes | Bachelor's | High | 9 | 4.3 |
S1085 | John | Johnson | student85@university.com | Female | 20 | CS | 56.16 | 88.93 | 53.29 | 98.46 | 70.79 | 47.4 | 72.59 | 72.657 | C | 15.3 | No | No | PhD | Medium | 3 | 8.1 |
S1086 | Emma | Johnson | student86@university.com | Male | 18 | Engineering | 90.29 | 77.21 | 63.42 | 85.89 | 91.07 | 53.7 | 58.39 | 69.629 | D | 12.8 | No | No | Master's | Medium | 7 | 7.6 |
S1087 | Ali | Johnson | student87@university.com | Female | 20 | CS | 50.46 | 97.58 | 70.96 | 57.16 | 86.48 | 55.5 | 72.31 | 74.067 | C | 5.4 | No | Yes | Bachelor's | High | 4 | 5.5 |
S1088 | Maria | Jones | student88@university.com | Female | 21 | Engineering | 65.63 | 55.13 | 70.41 | 51.16 | 77.03 | 65.2 | 67.14 | 64.651 | D | 20.8 | No | Yes | Master's | Low | 10 | 8.2 |
S1089 | Sara | Brown | student89@university.com | Female | 23 | Mathematics | 58.72 | 44.26 | 85.27 | 91.26 | 93.85 | 50.6 | 93.03 | 81.4695 | B | 18.8 | Yes | Yes | High School | High | 4 | 8.2 |
S1090 | Liam | Johnson | student90@university.com | Female | 20 | Engineering | 79.45 | 69.55 | 51.35 | 92.05 | 91.44 | 25.7 | 89.75 | 74.4315 | C | 20.7 | No | Yes | PhD | Medium | 1 | 4.7 |
S1091 | Maria | Williams | student91@university.com | Female | 22 | Business | 62.71 | 45.13 | 96.79 | 87.32 | 76.59 | 85.7 | 99.64 | 85.901 | B | 19.4 | Yes | No | Bachelor's | High | 5 | 7.6 |
S1092 | Sara | Davis | student92@university.com | Female | 24 | Business | 62.95 | 55.71 | 60.57 | 64 | 53.42 | 65.8 | 76.45 | 64.666 | D | 8.4 | No | No | Bachelor's | Low | 6 | 5.5 |
S1093 | Emma | Davis | student93@university.com | Female | 22 | CS | 74.42 | 47.56 | 58.01 | 81.99 | 78.3 | 85.8 | 78.77 | 69.686 | D | 22.4 | Yes | No | Master's | Medium | 5 | 6.3 |
S1094 | Emma | Williams | student94@university.com | Male | 22 | Engineering | 82.63 | 53.45 | 81.11 | 65.81 | 67.76 | 27.6 | 97.33 | 75.5215 | C | 14 | Yes | Yes | Master's | Low | 6 | 6.2 |
S1095 | Emma | Davis | student95@university.com | Male | 23 | Mathematics | 56.07 | 46.37 | 88.33 | 72.53 | 77.01 | 63.7 | 69.98 | 71.7975 | C | 17.9 | No | No | null | Low | 3 | 7 |
S1096 | Sara | Jones | student96@university.com | Female | 19 | Mathematics | 58.78 | 97.23 | 62.71 | 69.12 | 82.36 | 71.4 | 77.78 | 75.77 | C | 14.1 | No | No | null | High | 2 | 5.7 |
S1097 | Maria | Jones | student97@university.com | Female | 24 | Business | 62.36 | 56.71 | 84.81 | 95.68 | 82.24 | 38.3 | 68.95 | 74.885 | C | 5.5 | No | Yes | PhD | Low | 5 | 4.4 |
S1098 | Emma | Smith | student98@university.com | Female | 22 | Mathematics | 98.69 | 66.63 | 93.02 | 61.71 | 83.68 | 81.2 | 77.29 | 78.121 | C | 26.9 | No | No | Bachelor's | High | 6 | 7.4 |
S1099 | Ahmed | Smith | student99@university.com | Male | 22 | Business | 69.86 | 93.92 | 86.01 | 78.88 | 83.96 | 0.3 | 54.04 | 72.0455 | C | 8.7 | Yes | Yes | Master's | High | 10 | 8.8 |
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